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Manage, curate, and annotate multimodal AI data to accelerate AI model development and deployment.

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169 reviews tracked

The Bottom Line

Entry price

Paid plans only

Biggest pro

Significantly improves annotation accuracy and model performance.

Biggest con

Enterprise features require contacting sales for pricing.

TL;DR - Encord

  • Unified platform for managing, curating, and annotating multimodal AI data.
  • Accelerates AI model training, fine-tuning, and alignment with high-quality datasets.
  • Offers AI-assisted labeling, model evaluation, and enterprise-grade security features.
Pricing: Paid only
Best for: Enterprises & pros

What is Encord?

Editorial review
Encord is a unified data development platform designed for managing, curating, and annotating petabytes of unstructured multimodal data to create high-quality datasets for training, fine-tuning, and aligning AI models. It provides a scalable solution for AI teams to transform raw data into production-ready assets, supporting various data types including images, videos, audio, documents, and 3D data. The platform integrates data indexing, curation, and advanced annotation tools, including AI-assisted labeling and human-in-the-loop workflows. It also offers robust model evaluation capabilities to validate AI models against data, identify performance issues, and prioritize valuable data for further training. Encord aims to accelerate the deployment of production AI applications by providing a secure, enterprise-grade environment with integrations for cloud storage and MLOps tools, ensuring data lineage traceability and compliance with security standards like SOC2, HIPAA, and GDPR.

Available on: Web

Pros & Cons

Pros

  • Significantly improves annotation accuracy and model performance.
  • Reduces data management complexity and labeling costs.
  • Scalable platform for petabytes of multimodal data.
  • Offers comprehensive security and compliance features.
  • Integrates with existing cloud storage and MLOps tools.

Cons

  • Enterprise features require contacting sales for pricing.
  • Some advanced data types and support options are add-ons.
  • No explicit mention of a free trial for paid tiers.

Ratings Across the Web

Ratings aggregated from independent review platforms. Learn more

Preview

Key Features

Image & video annotation toolkitComplex & dynamic ontologiesAI-assisted labeling with model prediction import and Segment Anything Model 2Data curation & management with multi-modal search and outlier detectionModel evaluation with analytics, plots, and custom metricsActive learning pipelines and dataset balancingRole-based access controls and annotator performance dashboardAPI & SDK for workflow integration

Pricing Plans

Pricing checked Jul 7, 2026

Starter

Get started

  • Image & video annotation toolkit
  • Complex & dynamic ontologies
  • Customizable workflows
  • Self-serve support
  • Data volume Up to 500k
  • Data volume Up to 50k (Active)

Team

Get started

  • Everything in Starter
  • Data agents
  • Performance analytics
  • Model evaluation
  • Onboarding support
  • Data volume Up to 100m
  • Data volume Up to 1m (Active)

Enterprise

Contact sales

  • Everything in Team
  • Multiple workspaces
  • Single sign-on (SSO)
  • Enterprise SLA & support
  • VPC & on-prem deployments
  • Data volume 1bn+
  • Data volume Up to 10m (Active)

Reviews

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Encord FAQ

How does Encord support the development of AI models?

Encord provides a unified data development platform for managing, curating, and annotating petabytes of unstructured multimodal data. This process creates high-quality datasets essential for training, fine-tuning, and aligning AI models, thereby accelerating their development and deployment.

What kind of user benefits most from Encord?

Encord is designed for AI teams that need to transform raw data into production-ready assets for their AI applications. It is particularly beneficial for organizations managing large volumes of diverse data types and requiring robust security and compliance features.

How does Encord compare to Labelbox?

Encord, similar to Labelbox, offers advanced annotation tools and data management capabilities for AI development. However, Encord emphasizes its ability to manage, curate, and annotate petabytes of unstructured multimodal data, including images, videos, audio, documents, and 3D data, within a unified platform.

Does Encord include a free tier?

Encord is a paid product and does not offer a permanently free tier for its services. Enterprise features and specific pricing details require direct contact with their sales team.

What are the primary limitations of Encord?

Some of Encord's enterprise features necessitate contacting sales for pricing information, and certain advanced data types or support options are available as add-ons. There is also no explicit mention of a free trial for its paid tiers.

Can Encord handle various types of data for AI training?

Yes, Encord is built to manage and annotate multimodal data, supporting a wide range of data types. This includes images, videos, audio, documents, and 3D data, making it versatile for different AI model training requirements.

How does Encord ensure data security and compliance?

Encord provides a secure, enterprise-grade environment with comprehensive security and compliance features. It supports data lineage traceability and adheres to security standards such as SOC2, HIPAA, and GDPR, ensuring data integrity and regulatory compliance.

Source: encord.com

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